ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k19_task2_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8822
• Qwk: 0.5053
• Mse: 0.8822
• Rmse: 0.9393

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0189	2	3.9050	-0.0151	3.9050	1.9761
No log	0.0377	4	1.9831	0.1083	1.9831	1.4082
No log	0.0566	6	1.2766	0.0944	1.2766	1.1299
No log	0.0755	8	0.8692	-0.0008	0.8692	0.9323
No log	0.0943	10	0.7249	0.1724	0.7249	0.8514
No log	0.1132	12	0.6616	0.3174	0.6616	0.8134
No log	0.1321	14	0.6982	0.2837	0.6982	0.8356
No log	0.1509	16	0.5895	0.2771	0.5895	0.7678
No log	0.1698	18	0.5841	0.3524	0.5841	0.7643
No log	0.1887	20	0.6274	0.3311	0.6274	0.7921
No log	0.2075	22	0.6983	0.3036	0.6983	0.8356
No log	0.2264	24	0.5836	0.3689	0.5836	0.7639
No log	0.2453	26	0.5559	0.4578	0.5559	0.7456
No log	0.2642	28	0.5577	0.4747	0.5577	0.7468
No log	0.2830	30	0.6521	0.4371	0.6521	0.8076
No log	0.3019	32	0.7753	0.3492	0.7753	0.8805
No log	0.3208	34	0.5953	0.5154	0.5953	0.7715
No log	0.3396	36	0.6032	0.5154	0.6032	0.7766
No log	0.3585	38	0.5930	0.5370	0.5930	0.7700
No log	0.3774	40	0.5485	0.5426	0.5485	0.7406
No log	0.3962	42	0.5283	0.6004	0.5283	0.7269
No log	0.4151	44	0.5286	0.6103	0.5286	0.7271
No log	0.4340	46	0.7950	0.4489	0.7950	0.8916
No log	0.4528	48	1.0888	0.3141	1.0888	1.0434
No log	0.4717	50	0.8029	0.4703	0.8029	0.8961
No log	0.4906	52	0.6270	0.5496	0.6270	0.7918
No log	0.5094	54	0.7093	0.6019	0.7093	0.8422
No log	0.5283	56	0.7177	0.5800	0.7177	0.8472
No log	0.5472	58	0.9285	0.4820	0.9285	0.9636
No log	0.5660	60	1.0172	0.4496	1.0172	1.0086
No log	0.5849	62	0.8069	0.5634	0.8069	0.8983
No log	0.6038	64	0.7754	0.5317	0.7754	0.8805
No log	0.6226	66	0.7388	0.5356	0.7388	0.8596
No log	0.6415	68	0.6870	0.5408	0.6870	0.8289
No log	0.6604	70	0.6633	0.5787	0.6633	0.8144
No log	0.6792	72	0.6537	0.54	0.6537	0.8085
No log	0.6981	74	0.9289	0.4911	0.9289	0.9638
No log	0.7170	76	1.3626	0.4090	1.3626	1.1673
No log	0.7358	78	1.2068	0.4873	1.2068	1.0985
No log	0.7547	80	0.8185	0.5231	0.8185	0.9047
No log	0.7736	82	0.7367	0.5904	0.7367	0.8583
No log	0.7925	84	0.7738	0.5556	0.7738	0.8797
No log	0.8113	86	0.8641	0.5396	0.8641	0.9296
No log	0.8302	88	0.9272	0.5579	0.9272	0.9629
No log	0.8491	90	1.2095	0.4917	1.2095	1.0998
No log	0.8679	92	1.2821	0.4901	1.2821	1.1323
No log	0.8868	94	1.2048	0.5031	1.2048	1.0976
No log	0.9057	96	1.1784	0.4887	1.1784	1.0855
No log	0.9245	98	1.1197	0.5250	1.1197	1.0582
No log	0.9434	100	1.0462	0.5255	1.0462	1.0228
No log	0.9623	102	0.9917	0.5590	0.9917	0.9958
No log	0.9811	104	1.0127	0.5150	1.0127	1.0063
No log	1.0	106	0.9856	0.5111	0.9856	0.9928
No log	1.0189	108	0.8242	0.5224	0.8242	0.9079
No log	1.0377	110	0.8515	0.5194	0.8515	0.9228
No log	1.0566	112	0.8021	0.5169	0.8021	0.8956
No log	1.0755	114	0.8023	0.5636	0.8023	0.8957
No log	1.0943	116	1.0514	0.5258	1.0514	1.0254
No log	1.1132	118	0.9398	0.5021	0.9398	0.9694
No log	1.1321	120	0.7579	0.5352	0.7579	0.8706
No log	1.1509	122	0.7760	0.5392	0.7760	0.8809
No log	1.1698	124	0.7241	0.5684	0.7241	0.8509
No log	1.1887	126	0.7972	0.5056	0.7972	0.8928
No log	1.2075	128	1.3698	0.4051	1.3698	1.1704
No log	1.2264	130	1.7500	0.3473	1.7500	1.3229
No log	1.2453	132	1.4176	0.3808	1.4176	1.1906
No log	1.2642	134	0.9220	0.5183	0.9220	0.9602
No log	1.2830	136	0.7370	0.4952	0.7370	0.8585
No log	1.3019	138	0.9038	0.4665	0.9038	0.9507
No log	1.3208	140	0.8753	0.5071	0.8753	0.9356
No log	1.3396	142	0.7677	0.5084	0.7677	0.8762
No log	1.3585	144	0.8801	0.5208	0.8801	0.9382
No log	1.3774	146	0.9567	0.5322	0.9567	0.9781
No log	1.3962	148	0.7840	0.5147	0.7840	0.8854
No log	1.4151	150	0.7877	0.4662	0.7877	0.8875
No log	1.4340	152	0.9177	0.4524	0.9177	0.9580
No log	1.4528	154	0.8309	0.4963	0.8309	0.9115
No log	1.4717	156	0.7802	0.5247	0.7802	0.8833
No log	1.4906	158	0.8543	0.5124	0.8543	0.9243
No log	1.5094	160	0.8587	0.5304	0.8587	0.9267
No log	1.5283	162	0.7619	0.4791	0.7619	0.8729
No log	1.5472	164	0.7496	0.5232	0.7496	0.8658
No log	1.5660	166	0.7618	0.5128	0.7618	0.8728
No log	1.5849	168	0.7669	0.5474	0.7669	0.8757
No log	1.6038	170	0.8321	0.4922	0.8321	0.9122
No log	1.6226	172	0.9895	0.4886	0.9895	0.9947
No log	1.6415	174	0.9689	0.4898	0.9689	0.9843
No log	1.6604	176	0.8541	0.5255	0.8541	0.9242
No log	1.6792	178	0.8613	0.5066	0.8613	0.9281
No log	1.6981	180	0.8384	0.5160	0.8384	0.9156
No log	1.7170	182	0.8361	0.4885	0.8361	0.9144
No log	1.7358	184	0.9598	0.5119	0.9598	0.9797
No log	1.7547	186	0.9306	0.4948	0.9306	0.9647
No log	1.7736	188	0.8993	0.5237	0.8993	0.9483
No log	1.7925	190	1.3602	0.3402	1.3602	1.1663
No log	1.8113	192	1.7589	0.2668	1.7589	1.3262
No log	1.8302	194	1.5809	0.2964	1.5809	1.2573
No log	1.8491	196	1.0253	0.4427	1.0253	1.0126
No log	1.8679	198	0.7858	0.5050	0.7858	0.8864
No log	1.8868	200	1.1013	0.4805	1.1013	1.0494
No log	1.9057	202	1.3713	0.3785	1.3713	1.1710
No log	1.9245	204	1.2607	0.3995	1.2607	1.1228
No log	1.9434	206	0.9362	0.5169	0.9362	0.9676
No log	1.9623	208	0.7977	0.5352	0.7977	0.8931
No log	1.9811	210	0.8027	0.5421	0.8027	0.8959
No log	2.0	212	0.8215	0.5431	0.8215	0.9064
No log	2.0189	214	0.9427	0.4916	0.9427	0.9709
No log	2.0377	216	1.0115	0.4965	1.0115	1.0057
No log	2.0566	218	1.0514	0.4587	1.0514	1.0254
No log	2.0755	220	0.8961	0.4706	0.8961	0.9466
No log	2.0943	222	0.7530	0.5099	0.7530	0.8677
No log	2.1132	224	0.7528	0.5123	0.7528	0.8676
No log	2.1321	226	0.8220	0.5136	0.8220	0.9066
No log	2.1509	228	1.0102	0.4918	1.0102	1.0051
No log	2.1698	230	1.2080	0.4294	1.2080	1.0991
No log	2.1887	232	1.3420	0.4115	1.3420	1.1584
No log	2.2075	234	1.2465	0.4042	1.2465	1.1165
No log	2.2264	236	1.2254	0.4169	1.2254	1.1070
No log	2.2453	238	1.1507	0.4193	1.1507	1.0727
No log	2.2642	240	1.0169	0.4325	1.0169	1.0084
No log	2.2830	242	0.9221	0.4553	0.9221	0.9603
No log	2.3019	244	0.9342	0.4298	0.9342	0.9666
No log	2.3208	246	1.0539	0.4076	1.0539	1.0266
No log	2.3396	248	1.2394	0.4095	1.2394	1.1133
No log	2.3585	250	1.2706	0.3983	1.2706	1.1272
No log	2.3774	252	1.1063	0.4333	1.1063	1.0518
No log	2.3962	254	0.8636	0.5110	0.8636	0.9293
No log	2.4151	256	0.7700	0.5457	0.7700	0.8775
No log	2.4340	258	0.7337	0.5357	0.7337	0.8566
No log	2.4528	260	0.7218	0.5157	0.7218	0.8496
No log	2.4717	262	0.7938	0.4795	0.7938	0.8910
No log	2.4906	264	0.9418	0.4718	0.9418	0.9705
No log	2.5094	266	0.9875	0.4894	0.9875	0.9938
No log	2.5283	268	0.9496	0.4954	0.9496	0.9745
No log	2.5472	270	0.9037	0.5009	0.9037	0.9506
No log	2.5660	272	0.9009	0.5007	0.9009	0.9492
No log	2.5849	274	0.9157	0.5151	0.9157	0.9569
No log	2.6038	276	1.0547	0.4916	1.0547	1.0270
No log	2.6226	278	1.2004	0.4847	1.2004	1.0956
No log	2.6415	280	1.1503	0.4856	1.1503	1.0725
No log	2.6604	282	0.9586	0.4962	0.9586	0.9791
No log	2.6792	284	0.7780	0.5315	0.7780	0.8820
No log	2.6981	286	0.7581	0.5596	0.7581	0.8707
No log	2.7170	288	0.7588	0.5487	0.7588	0.8711
No log	2.7358	290	0.8274	0.5242	0.8274	0.9096
No log	2.7547	292	1.0719	0.4808	1.0719	1.0353
No log	2.7736	294	1.2213	0.4660	1.2213	1.1051
No log	2.7925	296	1.1278	0.4824	1.1278	1.0620
No log	2.8113	298	0.9357	0.4763	0.9357	0.9673
No log	2.8302	300	0.8354	0.5046	0.8354	0.9140
No log	2.8491	302	0.8449	0.5	0.8449	0.9192
No log	2.8679	304	0.8532	0.4765	0.8532	0.9237
No log	2.8868	306	0.8892	0.4878	0.8892	0.9430
No log	2.9057	308	0.9927	0.4603	0.9927	0.9963
No log	2.9245	310	1.0307	0.4860	1.0307	1.0152
No log	2.9434	312	1.0151	0.4665	1.0151	1.0075
No log	2.9623	314	0.9369	0.4778	0.9369	0.9679
No log	2.9811	316	0.8112	0.4661	0.8112	0.9007
No log	3.0	318	0.7641	0.5302	0.7641	0.8741
No log	3.0189	320	0.7650	0.5333	0.7650	0.8746
No log	3.0377	322	0.8055	0.4982	0.8055	0.8975
No log	3.0566	324	0.9052	0.4895	0.9052	0.9514
No log	3.0755	326	0.9666	0.4685	0.9666	0.9831
No log	3.0943	328	0.9586	0.4711	0.9586	0.9791
No log	3.1132	330	0.9810	0.4564	0.9810	0.9905
No log	3.1321	332	0.9965	0.4831	0.9965	0.9983
No log	3.1509	334	1.0665	0.4498	1.0665	1.0327
No log	3.1698	336	1.2285	0.4266	1.2285	1.1084
No log	3.1887	338	1.2817	0.3961	1.2817	1.1321
No log	3.2075	340	1.1338	0.4807	1.1338	1.0648
No log	3.2264	342	0.9682	0.4490	0.9682	0.9840
No log	3.2453	344	0.8922	0.5071	0.8922	0.9446
No log	3.2642	346	0.9133	0.4400	0.9133	0.9557
No log	3.2830	348	0.9817	0.4571	0.9817	0.9908
No log	3.3019	350	1.0611	0.4673	1.0611	1.0301
No log	3.3208	352	1.1485	0.4252	1.1485	1.0717
No log	3.3396	354	1.0629	0.4515	1.0629	1.0310
No log	3.3585	356	0.9417	0.4865	0.9417	0.9704
No log	3.3774	358	0.8450	0.4906	0.8450	0.9193
No log	3.3962	360	0.8582	0.5017	0.8582	0.9264
No log	3.4151	362	0.8860	0.5153	0.8860	0.9413
No log	3.4340	364	0.8659	0.5192	0.8659	0.9305
No log	3.4528	366	0.8226	0.5356	0.8226	0.9070
No log	3.4717	368	0.8218	0.5356	0.8218	0.9065
No log	3.4906	370	0.8705	0.5181	0.8705	0.9330
No log	3.5094	372	0.9294	0.5035	0.9294	0.9640
No log	3.5283	374	0.9251	0.5009	0.9251	0.9618
No log	3.5472	376	0.9155	0.5068	0.9155	0.9568
No log	3.5660	378	0.9437	0.5147	0.9437	0.9714
No log	3.5849	380	0.8759	0.5197	0.8759	0.9359
No log	3.6038	382	0.8400	0.4946	0.8400	0.9165
No log	3.6226	384	0.8830	0.4973	0.8830	0.9397
No log	3.6415	386	0.8729	0.4834	0.8729	0.9343
No log	3.6604	388	0.8526	0.5038	0.8526	0.9233
No log	3.6792	390	0.8344	0.5514	0.8344	0.9134
No log	3.6981	392	0.8616	0.5332	0.8616	0.9282
No log	3.7170	394	0.9352	0.4878	0.9352	0.9671
No log	3.7358	396	1.0690	0.4976	1.0690	1.0339
No log	3.7547	398	1.0904	0.4958	1.0904	1.0442
No log	3.7736	400	1.0052	0.4779	1.0052	1.0026
No log	3.7925	402	0.8898	0.5039	0.8898	0.9433
No log	3.8113	404	0.8056	0.5593	0.8056	0.8976
No log	3.8302	406	0.7796	0.5553	0.7796	0.8829
No log	3.8491	408	0.7496	0.5565	0.7496	0.8658
No log	3.8679	410	0.7750	0.5523	0.7750	0.8803
No log	3.8868	412	0.8534	0.5116	0.8534	0.9238
No log	3.9057	414	0.9632	0.5044	0.9632	0.9814
No log	3.9245	416	1.0965	0.5027	1.0965	1.0472
No log	3.9434	418	1.0878	0.5171	1.0878	1.0430
No log	3.9623	420	0.9755	0.4731	0.9755	0.9877
No log	3.9811	422	0.9274	0.4851	0.9274	0.9630
No log	4.0	424	0.9226	0.4880	0.9226	0.9605
No log	4.0189	426	0.9809	0.4718	0.9809	0.9904
No log	4.0377	428	0.9713	0.4764	0.9713	0.9855
No log	4.0566	430	0.9851	0.4760	0.9851	0.9925
No log	4.0755	432	0.9399	0.4989	0.9399	0.9695
No log	4.0943	434	0.8908	0.5002	0.8908	0.9438
No log	4.1132	436	0.8630	0.5002	0.8630	0.9290
No log	4.1321	438	0.8758	0.5071	0.8758	0.9358
No log	4.1509	440	0.8976	0.4984	0.8976	0.9474
No log	4.1698	442	0.8920	0.4984	0.8920	0.9444
No log	4.1887	444	0.8633	0.5085	0.8633	0.9291
No log	4.2075	446	0.8470	0.5159	0.8470	0.9203
No log	4.2264	448	0.8852	0.5077	0.8852	0.9409
No log	4.2453	450	0.9533	0.4888	0.9533	0.9763
No log	4.2642	452	1.0342	0.4907	1.0342	1.0169
No log	4.2830	454	1.1279	0.4743	1.1279	1.0620
No log	4.3019	456	1.1480	0.4743	1.1480	1.0714
No log	4.3208	458	1.1045	0.4816	1.1045	1.0509
No log	4.3396	460	1.1088	0.4897	1.1088	1.0530
No log	4.3585	462	1.0520	0.4924	1.0520	1.0257
No log	4.3774	464	1.0258	0.4666	1.0258	1.0128
No log	4.3962	466	0.9987	0.4998	0.9987	0.9994
No log	4.4151	468	0.9858	0.4777	0.9858	0.9929
No log	4.4340	470	1.0026	0.4888	1.0026	1.0013
No log	4.4528	472	0.9873	0.4888	0.9873	0.9936
No log	4.4717	474	0.9194	0.4826	0.9194	0.9588
No log	4.4906	476	0.9032	0.5018	0.9032	0.9504
No log	4.5094	478	0.9203	0.4928	0.9203	0.9593
No log	4.5283	480	0.9374	0.4848	0.9374	0.9682
No log	4.5472	482	0.9460	0.4888	0.9460	0.9726
No log	4.5660	484	0.9872	0.4826	0.9872	0.9936
No log	4.5849	486	1.0370	0.4889	1.0370	1.0183
No log	4.6038	488	1.0435	0.4614	1.0435	1.0215
No log	4.6226	490	0.9585	0.4899	0.9585	0.9790
No log	4.6415	492	0.8782	0.4970	0.8782	0.9371
No log	4.6604	494	0.8876	0.5078	0.8876	0.9421
No log	4.6792	496	0.9429	0.4942	0.9429	0.9710
No log	4.6981	498	0.9825	0.4920	0.9825	0.9912
0.4296	4.7170	500	1.0342	0.4937	1.0342	1.0170
0.4296	4.7358	502	1.0006	0.4937	1.0006	1.0003
0.4296	4.7547	504	1.0017	0.5060	1.0017	1.0008
0.4296	4.7736	506	0.9942	0.5054	0.9942	0.9971
0.4296	4.7925	508	0.9840	0.4885	0.9840	0.9920
0.4296	4.8113	510	0.9730	0.4929	0.9730	0.9864
0.4296	4.8302	512	0.9886	0.4951	0.9886	0.9943
0.4296	4.8491	514	0.9661	0.5019	0.9661	0.9829
0.4296	4.8679	516	0.8862	0.5084	0.8862	0.9414
0.4296	4.8868	518	0.8393	0.5169	0.8393	0.9161
0.4296	4.9057	520	0.8349	0.5290	0.8349	0.9138
0.4296	4.9245	522	0.8418	0.5315	0.8418	0.9175
0.4296	4.9434	524	0.8266	0.5438	0.8266	0.9092
0.4296	4.9623	526	0.7986	0.5577	0.7986	0.8937
0.4296	4.9811	528	0.7926	0.4953	0.7926	0.8903
0.4296	5.0	530	0.8026	0.4845	0.8026	0.8959
0.4296	5.0189	532	0.8024	0.5013	0.8024	0.8958
0.4296	5.0377	534	0.8208	0.5450	0.8208	0.9060
0.4296	5.0566	536	0.8547	0.5099	0.8547	0.9245
0.4296	5.0755	538	0.9323	0.5053	0.9323	0.9655
0.4296	5.0943	540	0.9333	0.4965	0.9333	0.9661
0.4296	5.1132	542	0.8855	0.5095	0.8855	0.9410
0.4296	5.1321	544	0.8239	0.5351	0.8239	0.9077
0.4296	5.1509	546	0.8392	0.5447	0.8392	0.9161
0.4296	5.1698	548	0.9110	0.4918	0.9110	0.9545
0.4296	5.1887	550	0.9546	0.5114	0.9546	0.9770
0.4296	5.2075	552	0.9628	0.5157	0.9628	0.9812
0.4296	5.2264	554	1.0125	0.5086	1.0125	1.0062
0.4296	5.2453	556	1.0700	0.4935	1.0700	1.0344
0.4296	5.2642	558	1.1067	0.4828	1.1067	1.0520
0.4296	5.2830	560	1.1476	0.5015	1.1476	1.0713
0.4296	5.3019	562	1.1795	0.5041	1.1795	1.0860
0.4296	5.3208	564	1.1528	0.5004	1.1528	1.0737
0.4296	5.3396	566	1.0682	0.4939	1.0682	1.0336
0.4296	5.3585	568	1.0205	0.5027	1.0205	1.0102
0.4296	5.3774	570	1.0095	0.4885	1.0095	1.0048
0.4296	5.3962	572	1.0413	0.4998	1.0413	1.0204
0.4296	5.4151	574	1.1180	0.4795	1.1180	1.0574
0.4296	5.4340	576	1.1582	0.4775	1.1582	1.0762
0.4296	5.4528	578	1.1075	0.4791	1.1075	1.0524
0.4296	5.4717	580	1.0319	0.5107	1.0319	1.0158
0.4296	5.4906	582	0.9256	0.5125	0.9256	0.9621
0.4296	5.5094	584	0.8708	0.5095	0.8708	0.9332
0.4296	5.5283	586	0.8637	0.5317	0.8637	0.9293
0.4296	5.5472	588	0.9034	0.5122	0.9034	0.9505
0.4296	5.5660	590	0.9562	0.5133	0.9562	0.9778
0.4296	5.5849	592	0.9883	0.5130	0.9883	0.9941
0.4296	5.6038	594	0.9600	0.4883	0.9600	0.9798
0.4296	5.6226	596	0.9481	0.4869	0.9481	0.9737
0.4296	5.6415	598	0.9602	0.4801	0.9602	0.9799
0.4296	5.6604	600	0.9677	0.4860	0.9677	0.9837
0.4296	5.6792	602	0.9708	0.4891	0.9708	0.9853
0.4296	5.6981	604	0.9861	0.5002	0.9861	0.9930
0.4296	5.7170	606	0.9621	0.5125	0.9621	0.9809
0.4296	5.7358	608	0.8952	0.5115	0.8952	0.9462
0.4296	5.7547	610	0.8202	0.5128	0.8202	0.9057
0.4296	5.7736	612	0.7516	0.5287	0.7516	0.8669
0.4296	5.7925	614	0.7392	0.5341	0.7392	0.8598
0.4296	5.8113	616	0.7551	0.5203	0.7551	0.8690
0.4296	5.8302	618	0.7793	0.5342	0.7793	0.8828
0.4296	5.8491	620	0.8592	0.5018	0.8592	0.9269
0.4296	5.8679	622	0.9862	0.4838	0.9862	0.9931
0.4296	5.8868	624	1.0550	0.4784	1.0550	1.0271
0.4296	5.9057	626	1.0364	0.4650	1.0364	1.0180
0.4296	5.9245	628	0.9652	0.5080	0.9652	0.9824
0.4296	5.9434	630	0.8868	0.5277	0.8868	0.9417
0.4296	5.9623	632	0.8275	0.5234	0.8275	0.9097
0.4296	5.9811	634	0.7736	0.5142	0.7736	0.8796
0.4296	6.0	636	0.7553	0.5361	0.7553	0.8691
0.4296	6.0189	638	0.7510	0.5332	0.7510	0.8666
0.4296	6.0377	640	0.7586	0.5176	0.7586	0.8709
0.4296	6.0566	642	0.7813	0.5128	0.7813	0.8839
0.4296	6.0755	644	0.7739	0.5146	0.7739	0.8797
0.4296	6.0943	646	0.7720	0.5140	0.7720	0.8786
0.4296	6.1132	648	0.8026	0.5115	0.8026	0.8959
0.4296	6.1321	650	0.8126	0.5053	0.8126	0.9014
0.4296	6.1509	652	0.8027	0.5233	0.8027	0.8959
0.4296	6.1698	654	0.7988	0.5468	0.7988	0.8938
0.4296	6.1887	656	0.8378	0.5421	0.8378	0.9153
0.4296	6.2075	658	0.8694	0.5478	0.8694	0.9324
0.4296	6.2264	660	0.8617	0.5454	0.8617	0.9283
0.4296	6.2453	662	0.8323	0.5239	0.8323	0.9123
0.4296	6.2642	664	0.8067	0.5182	0.8067	0.8982
0.4296	6.2830	666	0.7706	0.5395	0.7706	0.8778
0.4296	6.3019	668	0.7495	0.5329	0.7495	0.8658
0.4296	6.3208	670	0.7383	0.5376	0.7383	0.8593
0.4296	6.3396	672	0.7407	0.5338	0.7407	0.8607
0.4296	6.3585	674	0.7764	0.5419	0.7764	0.8811
0.4296	6.3774	676	0.8201	0.5125	0.8201	0.9056
0.4296	6.3962	678	0.8129	0.5184	0.8129	0.9016
0.4296	6.4151	680	0.7737	0.5270	0.7737	0.8796
0.4296	6.4340	682	0.7534	0.5466	0.7534	0.8680
0.4296	6.4528	684	0.7484	0.5265	0.7484	0.8651
0.4296	6.4717	686	0.7740	0.5360	0.7740	0.8798
0.4296	6.4906	688	0.7843	0.4960	0.7843	0.8856
0.4296	6.5094	690	0.7850	0.5029	0.7850	0.8860
0.4296	6.5283	692	0.7700	0.4960	0.7700	0.8775
0.4296	6.5472	694	0.7616	0.5388	0.7616	0.8727
0.4296	6.5660	696	0.7781	0.5405	0.7781	0.8821
0.4296	6.5849	698	0.8090	0.5180	0.8090	0.8995
0.4296	6.6038	700	0.8232	0.5108	0.8232	0.9073
0.4296	6.6226	702	0.8173	0.5108	0.8173	0.9040
0.4296	6.6415	704	0.8032	0.5125	0.8032	0.8962
0.4296	6.6604	706	0.7802	0.5139	0.7802	0.8833
0.4296	6.6792	708	0.7622	0.5287	0.7622	0.8730
0.4296	6.6981	710	0.7511	0.5292	0.7511	0.8666
0.4296	6.7170	712	0.7573	0.5239	0.7573	0.8702
0.4296	6.7358	714	0.7820	0.5151	0.7820	0.8843
0.4296	6.7547	716	0.7953	0.5108	0.7953	0.8918
0.4296	6.7736	718	0.8109	0.5181	0.8109	0.9005
0.4296	6.7925	720	0.8278	0.4980	0.8278	0.9099
0.4296	6.8113	722	0.8388	0.4936	0.8388	0.9159
0.4296	6.8302	724	0.8496	0.5241	0.8496	0.9217
0.4296	6.8491	726	0.8401	0.5199	0.8401	0.9166
0.4296	6.8679	728	0.8177	0.5163	0.8177	0.9043
0.4296	6.8868	730	0.7875	0.5379	0.7875	0.8874
0.4296	6.9057	732	0.7547	0.5414	0.7547	0.8688
0.4296	6.9245	734	0.7422	0.5290	0.7422	0.8615
0.4296	6.9434	736	0.7550	0.5270	0.7550	0.8689
0.4296	6.9623	738	0.7800	0.5122	0.7800	0.8832
0.4296	6.9811	740	0.8047	0.4959	0.8047	0.8970
0.4296	7.0	742	0.8098	0.5093	0.8098	0.8999
0.4296	7.0189	744	0.7951	0.5076	0.7951	0.8917
0.4296	7.0377	746	0.7863	0.5196	0.7863	0.8867
0.4296	7.0566	748	0.7891	0.5260	0.7891	0.8883
0.4296	7.0755	750	0.7868	0.5327	0.7868	0.8870
0.4296	7.0943	752	0.7921	0.5260	0.7921	0.8900
0.4296	7.1132	754	0.7932	0.5160	0.7932	0.8906
0.4296	7.1321	756	0.8037	0.4961	0.8037	0.8965
0.4296	7.1509	758	0.8081	0.4947	0.8081	0.8989
0.4296	7.1698	760	0.8074	0.4988	0.8074	0.8986
0.4296	7.1887	762	0.8038	0.4947	0.8038	0.8966
0.4296	7.2075	764	0.8140	0.4954	0.8140	0.9022
0.4296	7.2264	766	0.8151	0.4976	0.8151	0.9028
0.4296	7.2453	768	0.8115	0.5104	0.8115	0.9008
0.4296	7.2642	770	0.8136	0.5435	0.8136	0.9020
0.4296	7.2830	772	0.8090	0.5017	0.8090	0.8994
0.4296	7.3019	774	0.8086	0.4975	0.8086	0.8992
0.4296	7.3208	776	0.8046	0.5103	0.8046	0.8970
0.4296	7.3396	778	0.8048	0.5379	0.8048	0.8971
0.4296	7.3585	780	0.8282	0.5010	0.8282	0.9101
0.4296	7.3774	782	0.8432	0.5042	0.8432	0.9183
0.4296	7.3962	784	0.8429	0.4974	0.8429	0.9181
0.4296	7.4151	786	0.8637	0.4960	0.8637	0.9294
0.4296	7.4340	788	0.8646	0.4815	0.8646	0.9298
0.4296	7.4528	790	0.8574	0.4971	0.8574	0.9259
0.4296	7.4717	792	0.8480	0.4971	0.8480	0.9209
0.4296	7.4906	794	0.8216	0.5029	0.8216	0.9064
0.4296	7.5094	796	0.8003	0.4988	0.8003	0.8946
0.4296	7.5283	798	0.7915	0.5110	0.7915	0.8896
0.4296	7.5472	800	0.8057	0.5188	0.8057	0.8976
0.4296	7.5660	802	0.8423	0.5123	0.8423	0.9178
0.4296	7.5849	804	0.8575	0.5060	0.8575	0.9260
0.4296	7.6038	806	0.8638	0.5028	0.8638	0.9294
0.4296	7.6226	808	0.8444	0.5193	0.8444	0.9189
0.4296	7.6415	810	0.8140	0.5347	0.8140	0.9022
0.4296	7.6604	812	0.7788	0.5472	0.7788	0.8825
0.4296	7.6792	814	0.7566	0.5445	0.7566	0.8698
0.4296	7.6981	816	0.7542	0.5445	0.7542	0.8684
0.4296	7.7170	818	0.7574	0.5445	0.7574	0.8703
0.4296	7.7358	820	0.7636	0.5316	0.7636	0.8738
0.4296	7.7547	822	0.7744	0.5419	0.7744	0.8800
0.4296	7.7736	824	0.7774	0.5472	0.7774	0.8817
0.4296	7.7925	826	0.7822	0.5522	0.7822	0.8844
0.4296	7.8113	828	0.7739	0.5652	0.7739	0.8797
0.4296	7.8302	830	0.7683	0.5533	0.7683	0.8765
0.4296	7.8491	832	0.7731	0.5442	0.7731	0.8793
0.4296	7.8679	834	0.7814	0.5184	0.7814	0.8840
0.4296	7.8868	836	0.7744	0.5184	0.7744	0.8800
0.4296	7.9057	838	0.7642	0.5533	0.7642	0.8742
0.4296	7.9245	840	0.7582	0.5575	0.7582	0.8708
0.4296	7.9434	842	0.7686	0.5240	0.7686	0.8767
0.4296	7.9623	844	0.7935	0.5348	0.7935	0.8908
0.4296	7.9811	846	0.8186	0.5258	0.8186	0.9048
0.4296	8.0	848	0.8540	0.5321	0.8540	0.9241
0.4296	8.0189	850	0.8675	0.54	0.8675	0.9314
0.4296	8.0377	852	0.8572	0.5311	0.8572	0.9259
0.4296	8.0566	854	0.8439	0.5378	0.8439	0.9186
0.4296	8.0755	856	0.8221	0.5176	0.8221	0.9067
0.4296	8.0943	858	0.8153	0.5153	0.8153	0.9030
0.4296	8.1132	860	0.8150	0.5384	0.8150	0.9028
0.4296	8.1321	862	0.8118	0.5278	0.8118	0.9010
0.4296	8.1509	864	0.8141	0.5278	0.8141	0.9023
0.4296	8.1698	866	0.8147	0.5384	0.8147	0.9026
0.4296	8.1887	868	0.8231	0.5157	0.8231	0.9073
0.4296	8.2075	870	0.8297	0.5241	0.8297	0.9109
0.4296	8.2264	872	0.8402	0.5028	0.8402	0.9166
0.4296	8.2453	874	0.8584	0.5028	0.8584	0.9265
0.4296	8.2642	876	0.8595	0.5068	0.8595	0.9271
0.4296	8.2830	878	0.8549	0.5075	0.8549	0.9246
0.4296	8.3019	880	0.8477	0.5028	0.8477	0.9207
0.4296	8.3208	882	0.8506	0.5075	0.8506	0.9223
0.4296	8.3396	884	0.8614	0.5075	0.8614	0.9281
0.4296	8.3585	886	0.8752	0.5046	0.8752	0.9355
0.4296	8.3774	888	0.8818	0.5093	0.8818	0.9390
0.4296	8.3962	890	0.8759	0.5046	0.8759	0.9359
0.4296	8.4151	892	0.8679	0.5007	0.8679	0.9316
0.4296	8.4340	894	0.8477	0.5028	0.8477	0.9207
0.4296	8.4528	896	0.8324	0.4908	0.8324	0.9123
0.4296	8.4717	898	0.8150	0.5231	0.8150	0.9028
0.4296	8.4906	900	0.8061	0.5264	0.8061	0.8978
0.4296	8.5094	902	0.8034	0.5220	0.8034	0.8963
0.4296	8.5283	904	0.8097	0.5082	0.8097	0.8998
0.4296	8.5472	906	0.8142	0.5113	0.8142	0.9024
0.4296	8.5660	908	0.8217	0.5099	0.8217	0.9065
0.4296	8.5849	910	0.8310	0.5024	0.8310	0.9116
0.4296	8.6038	912	0.8411	0.4949	0.8411	0.9171
0.4296	8.6226	914	0.8446	0.4949	0.8446	0.9190
0.4296	8.6415	916	0.8572	0.5150	0.8572	0.9259
0.4296	8.6604	918	0.8604	0.5142	0.8604	0.9276
0.4296	8.6792	920	0.8527	0.5150	0.8527	0.9234
0.4296	8.6981	922	0.8469	0.5150	0.8469	0.9203
0.4296	8.7170	924	0.8466	0.5150	0.8466	0.9201
0.4296	8.7358	926	0.8516	0.4914	0.8516	0.9228
0.4296	8.7547	928	0.8532	0.4914	0.8532	0.9237
0.4296	8.7736	930	0.8458	0.4974	0.8458	0.9197
0.4296	8.7925	932	0.8383	0.5150	0.8383	0.9156
0.4296	8.8113	934	0.8365	0.5150	0.8365	0.9146
0.4296	8.8302	936	0.8376	0.5150	0.8376	0.9152
0.4296	8.8491	938	0.8459	0.5142	0.8459	0.9197
0.4296	8.8679	940	0.8432	0.5150	0.8432	0.9183
0.4296	8.8868	942	0.8348	0.5105	0.8348	0.9137
0.4296	8.9057	944	0.8293	0.5057	0.8293	0.9106
0.4296	8.9245	946	0.8274	0.5105	0.8274	0.9096
0.4296	8.9434	948	0.8258	0.5105	0.8258	0.9087
0.4296	8.9623	950	0.8338	0.5150	0.8338	0.9131
0.4296	8.9811	952	0.8517	0.5114	0.8517	0.9229
0.4296	9.0	954	0.8711	0.5099	0.8711	0.9334
0.4296	9.0189	956	0.8824	0.5142	0.8824	0.9393
0.4296	9.0377	958	0.8842	0.5083	0.8842	0.9403
0.4296	9.0566	960	0.8951	0.5083	0.8951	0.9461
0.4296	9.0755	962	0.9041	0.5118	0.9041	0.9508
0.4296	9.0943	964	0.9014	0.5076	0.9014	0.9494
0.4296	9.1132	966	0.8982	0.5076	0.8982	0.9477
0.4296	9.1321	968	0.8972	0.5076	0.8972	0.9472
0.4296	9.1509	970	0.8911	0.5083	0.8911	0.9440
0.4296	9.1698	972	0.8757	0.5039	0.8757	0.9358
0.4296	9.1887	974	0.8548	0.5101	0.8548	0.9246
0.4296	9.2075	976	0.8395	0.5161	0.8395	0.9163
0.4296	9.2264	978	0.8353	0.5161	0.8353	0.9139
0.4296	9.2453	980	0.8387	0.5114	0.8387	0.9158
0.4296	9.2642	982	0.8476	0.5101	0.8476	0.9207
0.4296	9.2830	984	0.8568	0.5101	0.8568	0.9256
0.4296	9.3019	986	0.8604	0.5161	0.8604	0.9276
0.4296	9.3208	988	0.8623	0.5114	0.8623	0.9286
0.4296	9.3396	990	0.8621	0.5114	0.8621	0.9285
0.4296	9.3585	992	0.8599	0.5114	0.8599	0.9273
0.4296	9.3774	994	0.8621	0.5114	0.8621	0.9285
0.4296	9.3962	996	0.8666	0.5114	0.8666	0.9309
0.4296	9.4151	998	0.8679	0.5114	0.8679	0.9316
0.0687	9.4340	1000	0.8681	0.5053	0.8681	0.9317
0.0687	9.4528	1002	0.8647	0.5114	0.8647	0.9299
0.0687	9.4717	1004	0.8591	0.5282	0.8591	0.9269
0.0687	9.4906	1006	0.8548	0.5282	0.8548	0.9245
0.0687	9.5094	1008	0.8532	0.5358	0.8532	0.9237
0.0687	9.5283	1010	0.8538	0.5358	0.8538	0.9240
0.0687	9.5472	1012	0.8531	0.5358	0.8531	0.9236
0.0687	9.5660	1014	0.8542	0.5358	0.8542	0.9242
0.0687	9.5849	1016	0.8545	0.5358	0.8545	0.9244
0.0687	9.6038	1018	0.8539	0.5358	0.8539	0.9241
0.0687	9.6226	1020	0.8562	0.5358	0.8562	0.9253
0.0687	9.6415	1022	0.8585	0.5292	0.8585	0.9265
0.0687	9.6604	1024	0.8619	0.5125	0.8619	0.9284
0.0687	9.6792	1026	0.8648	0.5171	0.8648	0.9300
0.0687	9.6981	1028	0.8675	0.5171	0.8675	0.9314
0.0687	9.7170	1030	0.8710	0.5053	0.8710	0.9333
0.0687	9.7358	1032	0.8740	0.5053	0.8740	0.9349
0.0687	9.7547	1034	0.8760	0.5053	0.8760	0.9359
0.0687	9.7736	1036	0.8787	0.5053	0.8787	0.9374
0.0687	9.7925	1038	0.8825	0.5053	0.8825	0.9394
0.0687	9.8113	1040	0.8851	0.5053	0.8851	0.9408
0.0687	9.8302	1042	0.8876	0.5053	0.8876	0.9421
0.0687	9.8491	1044	0.8898	0.5139	0.8898	0.9433
0.0687	9.8679	1046	0.8900	0.5139	0.8900	0.9434
0.0687	9.8868	1048	0.8889	0.5096	0.8889	0.9428
0.0687	9.9057	1050	0.8874	0.5096	0.8874	0.9420
0.0687	9.9245	1052	0.8853	0.5053	0.8853	0.9409
0.0687	9.9434	1054	0.8837	0.5053	0.8837	0.9400
0.0687	9.9623	1056	0.8829	0.5053	0.8829	0.9396
0.0687	9.9811	1058	0.8823	0.5053	0.8823	0.9393
0.0687	10.0	1060	0.8822	0.5053	0.8822	0.9393

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1